Pandas Profiling Report

Dataset statistics

Number of variables	10
Number of observations	28284
Missing cells	22953
Missing cells (%)	8.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.4 MiB
Average record size in memory	88.0 B

Variable types

Numeric	10

Alerts

`EC` is highly overall correlated with `DO`	High correlation
`DO` is highly overall correlated with `EC` and 1 other fields	High correlation
`Temp` is highly overall correlated with `DO`	High correlation
`pH` has 3779 (13.4%) missing values	Missing
`EC` has 7560 (26.7%) missing values	Missing
`DO` has 3805 (13.5%) missing values	Missing
`TP` has 385 (1.4%) missing values	Missing
`ORP` has 3705 (13.1%) missing values	Missing
`Temp` has 3703 (13.1%) missing values	Missing
`TEMP` has unique values	Unique

Reproduction

Analysis started	2023-03-05 04:37:55.763985
Analysis finished	2023-03-05 04:38:15.322144
Duration	19.56 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

pH
Real number (ℝ)

Distinct	8492
Distinct (%)	34.7%
Missing	3779
Missing (%)	13.4%
Infinite	0
Infinite (%)	0.0%
Mean	7.3769509

Minimum	0.19
Maximum	12.9725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	0.19
5-th percentile	5.0608333
Q1	6.3316667
median	7.1183333
Q3	7.9141667
95-th percentile	11.548333
Maximum	12.9725
Range	12.7825
Interquartile range (IQR)	1.5825

Descriptive statistics

Standard deviation	1.8605702
Coefficient of variation (CV)	0.25221399
Kurtosis	1.1393273
Mean	7.3769509
Median Absolute Deviation (MAD)	0.79041667
Skewness	0.6973521
Sum	180772.18
Variance	3.4617215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.78	26	0.1%
6.79	23	0.1%
5.62	20	0.1%
6.84	20	0.1%
6.2	19	0.1%
6.77	19	0.1%
7.5075	17	0.1%
7.238333333	16	0.1%
7.32	16	0.1%
7.284166667	16	0.1%
Other values (8482)	24313	86.0%
(Missing)	3779	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.19	1	< 0.1%
0.21	3	< 0.1%
0.24	1	< 0.1%
0.505	1	< 0.1%
0.9485714286	1	< 0.1%
1.01	1	< 0.1%
1.015	1	< 0.1%
1.710833333	1	< 0.1%
1.773333333	1	< 0.1%
1.794166667	1	< 0.1%

Value	Count	Frequency (%)
12.9725	1	< 0.1%
12.91583333	1	< 0.1%
12.906	1	< 0.1%
12.89583333	1	< 0.1%
12.88333333	1	< 0.1%
12.84916667	1	< 0.1%
12.82583333	1	< 0.1%
12.81416667	1	< 0.1%
12.80916667	1	< 0.1%
12.8025	1	< 0.1%

EC
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	19001
Distinct (%)	91.7%
Missing	7560
Missing (%)	26.7%
Infinite	0
Infinite (%)	0.0%
Mean	24833.394

Minimum	0.01
Maximum	49986.975
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	0.01
5-th percentile	8.6051667
Q1	2992.5004
median	29506.673
Q3	41737.033
95-th percentile	46482.286
Maximum	49986.975
Range	49986.965
Interquartile range (IQR)	38744.533

Descriptive statistics

Standard deviation	18298.128
Coefficient of variation (CV)	0.73683559
Kurtosis	-1.6020623
Mean	24833.394
Median Absolute Deviation (MAD)	14776.052
Skewness	-0.29067802
Sum	5.1464726 × 10⁸
Variance	3.348215 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	308	1.1%
9.38	145	0.5%
6.25	106	0.4%
15.62	85	0.3%
3.13	33	0.1%
12.5	24	0.1%
18.75	23	0.1%
6.4675	13	< 0.1%
9.336666667	13	< 0.1%
9.9	13	< 0.1%
Other values (18991)	19961	70.6%
(Missing)	7560	26.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	3	< 0.1%
0.11	1	< 0.1%
0.52	9	< 0.1%
0.53	2	< 0.1%
0.63	2	< 0.1%
0.732	1	< 0.1%
0.78	5	< 0.1%
0.7825	1	< 0.1%
0.785	1	< 0.1%
0.79	1	< 0.1%

Value	Count	Frequency (%)
49986.975	1	< 0.1%
49968.575	1	< 0.1%
49963.4125	1	< 0.1%
49962.3075	1	< 0.1%
49961.46	1	< 0.1%
49942.9675	1	< 0.1%
49935.04571	1	< 0.1%
49929.755	1	< 0.1%
49924.05273	1	< 0.1%
49913.935	1	< 0.1%

DO
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9006
Distinct (%)	36.8%
Missing	3805
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.8992065

Minimum	0.01
Maximum	10.785
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	0.01
5-th percentile	2.1524167
Q1	4.1427273
median	6.7425
Q3	7.5366667
95-th percentile	8.2841667
Maximum	10.785
Range	10.775
Interquartile range (IQR)	3.3939394

Descriptive statistics

Standard deviation	2.0652889
Coefficient of variation (CV)	0.35009605
Kurtosis	-0.43297659
Mean	5.8992065
Median Absolute Deviation (MAD)	1.2508333
Skewness	-0.74785902
Sum	144406.68
Variance	4.2654183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	170	0.6%
0.565	56	0.2%
0.2875	23	0.1%
7.066666667	16	0.1%
0.015	16	0.1%
7.1175	16	0.1%
7.116666667	16	0.1%
7.123333333	15	0.1%
6.9675	14	< 0.1%
7.3	14	< 0.1%
Other values (8996)	24123	85.3%
(Missing)	3805	13.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	170	0.6%
0.01083333333	2	< 0.1%
0.01111111111	1	< 0.1%
0.01166666667	1	< 0.1%
0.01363636364	1	< 0.1%
0.01416666667	1	< 0.1%
0.015	16	0.1%
0.02	3	< 0.1%
0.02090909091	1	< 0.1%
0.025	1	< 0.1%

Value	Count	Frequency (%)
10.785	1	< 0.1%
9.484166667	1	< 0.1%
9.361666667	1	< 0.1%
9.2225	1	< 0.1%
9.181818182	1	< 0.1%
9.1475	1	< 0.1%
9.145833333	1	< 0.1%
9.104166667	1	< 0.1%
9.060909091	1	< 0.1%
9.055833333	1	< 0.1%

TSS
Real number (ℝ)

Distinct	26720
Distinct (%)	94.5%
Missing	14
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	105.50781

Minimum	0.0125
Maximum	999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	0.0125
5-th percentile	1.6462083
Q1	30.331042
median	109.56744
Q3	146.33029
95-th percentile	191.72383
Maximum	999
Range	998.9875
Interquartile range (IQR)	115.99925

Descriptive statistics

Standard deviation	109.19446
Coefficient of variation (CV)	1.034942
Kurtosis	33.103924
Mean	105.50781
Median Absolute Deviation (MAD)	49.814014
Skewness	4.6092594
Sum	2982705.7
Variance	11923.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999	208	0.7%
1.44	94	0.3%
1.38	65	0.2%
1.06	63	0.2%
1.56	55	0.2%
1.12	32	0.1%
1.25	22	0.1%
0.94	20	0.1%
1.19	18	0.1%
1.62	15	0.1%
Other values (26710)	27678	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0125	1	< 0.1%
0.02	1	< 0.1%
0.02272727273	1	< 0.1%
0.03142857143	1	< 0.1%
0.04444444444	1	< 0.1%
0.04636363636	1	< 0.1%
0.05	1	< 0.1%
0.05555555556	1	< 0.1%
0.05636363636	1	< 0.1%
0.05727272727	1	< 0.1%

Value	Count	Frequency (%)
999	208	0.7%
926.3294814	1	< 0.1%
924.3255759	1	< 0.1%
854.9317504	1	< 0.1%
612.172313	1	< 0.1%
541.5766667	1	< 0.1%
541.5741667	1	< 0.1%
541.5733333	1	< 0.1%
541.5616667	1	< 0.1%
541.4533333	1	< 0.1%

TN
Real number (ℝ)

Distinct	28165
Distinct (%)	99.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.6018018

Minimum	1.8077232
Maximum	13.765242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	1.8077232
5-th percentile	2.7729578
Q1	3.2552725
median	3.5886533
Q3	3.9300946
95-th percentile	4.4480167
Maximum	13.765242
Range	11.957519
Interquartile range (IQR)	0.67482207

Descriptive statistics

Standard deviation	0.52666907
Coefficient of variation (CV)	0.14622378
Kurtosis	9.7495074
Mean	3.6018018
Median Absolute Deviation (MAD)	0.33698284
Skewness	0.92566443
Sum	101866.16
Variance	0.27738031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.6	6	< 0.1%
3.51	6	< 0.1%
3.27	5	< 0.1%
3.5	4	< 0.1%
3.44	4	< 0.1%
3.5325	4	< 0.1%
3.25	4	< 0.1%
3.3	4	< 0.1%
3.46	4	< 0.1%
3.05	3	< 0.1%
Other values (28155)	28238	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.807723154	1	< 0.1%
1.853373451	1	< 0.1%
1.867351018	1	< 0.1%
1.923949488	1	< 0.1%
1.943381525	1	< 0.1%
1.956194734	1	< 0.1%
1.960753482	1	< 0.1%
1.963886383	1	< 0.1%
1.983760958	1	< 0.1%
2.025833333	1	< 0.1%

Value	Count	Frequency (%)
13.76524247	1	< 0.1%
10	1	< 0.1%
9.729166667	1	< 0.1%
9.5325	1	< 0.1%
9.005	1	< 0.1%
8.991666667	1	< 0.1%
8.74	1	< 0.1%
8.73	1	< 0.1%
8.219166667	1	< 0.1%
7.944515481	1	< 0.1%

TP
Real number (ℝ)

Distinct	27718
Distinct (%)	99.4%
Missing	385
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	73.445576

Minimum	0.01
Maximum	224.57753
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	0.01
5-th percentile	47.68483
Q1	62.536525
median	73.166216
Q3	84.517182
95-th percentile	102.21543
Maximum	224.57753
Range	224.56753
Interquartile range (IQR)	21.980656

Descriptive statistics

Standard deviation	17.768747
Coefficient of variation (CV)	0.2419308
Kurtosis	2.2923111
Mean	73.445576
Median Absolute Deviation (MAD)	10.98173
Skewness	-0.33775318
Sum	2049058.1
Variance	315.72835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	53	0.2%
0.02	38	0.1%
0.03	16	0.1%
0.05	12	< 0.1%
0.04	9	< 0.1%
0.07	7	< 0.1%
0.11	6	< 0.1%
0.0175	5	< 0.1%
0.1	5	< 0.1%
0.0225	5	< 0.1%
Other values (27708)	27743	98.1%
(Missing)	385	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	53	0.2%
0.01083333333	2	< 0.1%
0.0125	3	< 0.1%
0.01333333333	4	< 0.1%
0.01416666667	1	< 0.1%
0.01416666667	1	< 0.1%
0.015	4	< 0.1%
0.01666666667	2	< 0.1%
0.0175	5	< 0.1%
0.0175	1	< 0.1%

Value	Count	Frequency (%)
224.577528	1	< 0.1%
188.4112099	1	< 0.1%
160.2055737	1	< 0.1%
151.3171901	1	< 0.1%
149.2781873	1	< 0.1%
148.2213012	1	< 0.1%
144.188259	1	< 0.1%
143.4504611	1	< 0.1%
142.5354201	1	< 0.1%
142.0147998	1	< 0.1%

TOC
Real number (ℝ)

Distinct	28280
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.695868

Minimum	1.2203431
Maximum	28.698737
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	1.2203431
5-th percentile	14.204185
Q1	16.849845
median	18.70139
Q3	20.543824
95-th percentile	23.176755
Maximum	28.698737
Range	27.478394
Interquartile range (IQR)	3.6939792

Descriptive statistics

Standard deviation	2.7283596
Coefficient of variation (CV)	0.14593383
Kurtosis	0.33948026
Mean	18.695868
Median Absolute Deviation (MAD)	1.8457
Skewness	-0.069435048
Sum	528793.93
Variance	7.4439461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.05	5	< 0.1%
20.29831044	1	< 0.1%
21.40274803	1	< 0.1%
22.16273422	1	< 0.1%
18.34244791	1	< 0.1%
22.61328315	1	< 0.1%
20.11231348	1	< 0.1%
18.66205977	1	< 0.1%
16.59146932	1	< 0.1%
18.83737437	1	< 0.1%
Other values (28270)	28270	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.220343136	1	< 0.1%
2.05	5	< 0.1%
2.580055335	1	< 0.1%
2.703584956	1	< 0.1%
2.879453715	1	< 0.1%
3.734166667	1	< 0.1%
4.514903896	1	< 0.1%
5.666835791	1	< 0.1%
8.479058574	1	< 0.1%
8.690378616	1	< 0.1%

Value	Count	Frequency (%)
28.698737	1	< 0.1%
28.69592048	1	< 0.1%
28.23124973	1	< 0.1%
28.16604319	1	< 0.1%
28.13370611	1	< 0.1%
28.13291406	1	< 0.1%
28.04087572	1	< 0.1%
27.94455644	1	< 0.1%
27.94139882	1	< 0.1%
27.87244333	1	< 0.1%

ORP
Real number (ℝ)

Distinct	23578
Distinct (%)	95.9%
Missing	3705
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	366.09808

Minimum	-653.81
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	845
Negative (%)	3.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	-653.81
5-th percentile	72.582667
Q1	205.32833
median	343.825
Q3	470.82208
95-th percentile	960.04908
Maximum	1000
Range	1653.81
Interquartile range (IQR)	265.49375

Descriptive statistics

Standard deviation	266.34996
Coefficient of variation (CV)	0.72753716
Kurtosis	1.2282169
Mean	366.09808
Median Absolute Deviation (MAD)	135.3525
Skewness	0.20307599
Sum	8998324.7
Variance	70942.301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	641	2.3%
-442.87	4	< 0.1%
313.1675	3	< 0.1%
789.38	3	< 0.1%
379.8116667	3	< 0.1%
322.755	3	< 0.1%
237.7216667	3	< 0.1%
388.2966667	2	< 0.1%
387.7	2	< 0.1%
463.8458333	2	< 0.1%
Other values (23568)	23913	84.5%
(Missing)	3705	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-653.81	1	< 0.1%
-506.2925	1	< 0.1%
-504.8891667	1	< 0.1%
-502.8716667	1	< 0.1%
-501.2783333	1	< 0.1%
-500	1	< 0.1%
-499.8725	1	< 0.1%
-493.94	1	< 0.1%
-492.8441667	1	< 0.1%
-491.5	1	< 0.1%

Value	Count	Frequency (%)
1000	641	2.3%
999.9966667	1	< 0.1%
999.995	1	< 0.1%
999.9808333	1	< 0.1%
999.9783333	1	< 0.1%
999.9666667	1	< 0.1%
999.965	1	< 0.1%
999.9566667	1	< 0.1%
999.955	1	< 0.1%
999.9291667	1	< 0.1%

Temp
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	14971
Distinct (%)	60.9%
Missing	3703
Missing (%)	13.1%
Infinite	0
Infinite (%)	0.0%
Mean	27.578277

Minimum	3.61
Maximum	45.901429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	3.61
5-th percentile	21.760833
Q1	24.392727
median	27.245833
Q3	30.735
95-th percentile	33.583333
Maximum	45.901429
Range	42.291429
Interquartile range (IQR)	6.3422727

Descriptive statistics

Standard deviation	3.8566355
Coefficient of variation (CV)	0.13984324
Kurtosis	-0.76477646
Mean	27.578277
Median Absolute Deviation (MAD)	3.1525
Skewness	0.17759645
Sum	677901.63
Variance	14.873638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.58416667	10	< 0.1%
30.29166667	10	< 0.1%
24.58	9	< 0.1%
23.54	9	< 0.1%
25.18	9	< 0.1%
26.32083333	9	< 0.1%
24.22	8	< 0.1%
23.94416667	8	< 0.1%
24.96	8	< 0.1%
24.95333333	8	< 0.1%
Other values (14961)	24493	86.6%
(Missing)	3703	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.61	1	< 0.1%
18.335	1	< 0.1%
19.07666667	1	< 0.1%
19.22166667	1	< 0.1%
19.33333333	1	< 0.1%
19.4375	1	< 0.1%
19.44833333	1	< 0.1%
19.55	1	< 0.1%
19.58666667	1	< 0.1%
19.58666667	1	< 0.1%

Value	Count	Frequency (%)
45.90142857	1	< 0.1%
45.70625	1	< 0.1%
44.47875	1	< 0.1%
44.09833333	1	< 0.1%
43.7625	1	< 0.1%
42	1	< 0.1%
41.76818182	1	< 0.1%
41.30666667	1	< 0.1%
39.8275	1	< 0.1%
39.68285714	1	< 0.1%

TEMP
Real number (ℝ)

Distinct	28284
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.892659

Minimum	25.787527
Maximum	38.210078
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	441.9 KiB

Quantile statistics

Minimum	25.787527
5-th percentile	28.088959
Q1	29.139201
median	29.88586
Q3	30.642271
95-th percentile	31.729862
Maximum	38.210078
Range	12.42255
Interquartile range (IQR)	1.5030696

Descriptive statistics

Standard deviation	1.1059593
Coefficient of variation (CV)	0.03699769
Kurtosis	0.022080352
Mean	29.892659
Median Absolute Deviation (MAD)	0.75200022
Skewness	0.026578553
Sum	845483.96
Variance	1.223146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.74394703	1	< 0.1%
29.87314034	1	< 0.1%
30.80619644	1	< 0.1%
30.49834073	1	< 0.1%
29.95049299	1	< 0.1%
29.33167708	1	< 0.1%
30.13896888	1	< 0.1%
30.27257884	1	< 0.1%
29.38377556	1	< 0.1%
30.32187478	1	< 0.1%
Other values (28274)	28274	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25.78752748	1	< 0.1%
25.86631805	1	< 0.1%
25.99156241	1	< 0.1%
26.06329095	1	< 0.1%
26.12858551	1	< 0.1%
26.1655313	1	< 0.1%
26.17158781	1	< 0.1%
26.18754438	1	< 0.1%
26.29426241	1	< 0.1%
26.31718827	1	< 0.1%

Value	Count	Frequency (%)
38.21007751	1	< 0.1%
34.01284018	1	< 0.1%
33.922902	1	< 0.1%
33.71985494	1	< 0.1%
33.6501105	1	< 0.1%
33.58803177	1	< 0.1%
33.58394841	1	< 0.1%
33.56820977	1	< 0.1%
33.48524318	1	< 0.1%
33.46611082	1	< 0.1%

Auto

Heatmap
Table

	pH	EC	DO	TSS	TN	TP	TOC	ORP	Temp	TEMP
pH	1.000	0.036	0.106	0.032	-0.010	-0.015	-0.009	-0.310	0.080	0.009
EC	0.036	1.000	-0.505	-0.042	0.013	0.011	0.003	0.029	0.311	-0.001
DO	0.106	-0.505	1.000	0.132	-0.013	0.013	0.012	-0.171	-0.516	-0.002
TSS	0.032	-0.042	0.132	1.000	0.005	0.026	0.002	0.046	-0.176	0.002
TN	-0.010	0.013	-0.013	0.005	1.000	-0.004	-0.002	-0.014	-0.017	-0.003
TP	-0.015	0.011	0.013	0.026	-0.004	1.000	-0.000	-0.013	-0.035	0.006
TOC	-0.009	0.003	0.012	0.002	-0.002	-0.000	1.000	-0.008	-0.011	-0.004
ORP	-0.310	0.029	-0.171	0.046	-0.014	-0.013	-0.008	1.000	0.186	0.004
Temp	0.080	0.311	-0.516	-0.176	-0.017	-0.035	-0.011	0.186	1.000	0.025
TEMP	0.009	-0.001	-0.002	0.002	-0.003	0.006	-0.004	0.004	0.025	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	pH	EC	DO	TSS	TN	TP	TOC	ORP	Temp	TEMP
Time
2017-07-11 14:00:00	7.307273	1000.0	0.01	36.291818	3.702490	86.426697	20.298310	250.742727	32.437273	29.743947
2017-07-11 15:00:00	7.378333	1000.0	0.01	39.222500	3.983103	87.746943	17.942294	249.355000	32.753333	28.987832
2017-07-11 16:00:00	7.319167	1000.0	0.01	34.567500	4.018902	82.205037	17.774147	255.738333	32.461667	31.228486
2017-07-11 17:00:00	7.354167	1000.0	0.01	41.150833	3.335166	64.428569	17.437113	239.020000	32.587500	29.483500
2017-07-11 18:00:00	7.275000	1000.0	0.01	34.420000	2.796623	51.731326	19.871312	255.343333	32.163333	29.167170
2017-07-11 19:00:00	7.311667	1000.0	0.01	30.965000	3.923907	57.211911	17.359625	249.273333	31.392500	28.162208
2017-07-11 20:00:00	7.341667	1000.0	0.01	28.308333	3.870438	74.366749	22.503985	249.909167	30.806667	28.281226
2017-07-11 21:00:00	7.383333	1000.0	0.01	26.497500	2.697138	73.611510	19.270923	245.718333	30.294167	28.887507
2017-07-11 22:00:00	7.432500	1000.0	0.01	24.596667	3.565086	72.784525	17.595593	245.409167	29.820833	30.055453
2017-07-11 23:00:00	7.477500	1000.0	0.01	22.815000	3.092716	69.879645	21.069373	244.578333	29.395833	29.142884

	pH	EC	DO	TSS	TN	TP	TOC	ORP	Temp	TEMP
Time
2020-10-01 16:00:00	12.311667	6.250000	8.144167	147.834318	3.235537	83.625809	13.091333	387.318333	26.356667	30.520572
2020-10-01 17:00:00	12.353333	6.380000	8.167500	157.152426	3.866401	58.884106	21.948128	387.896667	26.192500	29.743345
2020-10-01 18:00:00	12.381667	9.163333	8.189167	194.296648	4.650612	87.640367	18.729940	387.870000	26.377500	27.760309
2020-10-01 19:00:00	12.400000	9.336667	8.199167	152.842621	3.472961	71.417609	19.723982	387.488333	26.015000	28.901547
2020-10-01 20:00:00	12.527500	6.858333	8.177500	139.769117	2.775471	66.971946	21.204772	385.916667	25.954167	29.642763
2020-10-01 21:00:00	12.634167	6.989167	8.171667	146.695344	3.792027	79.056135	10.661287	384.365833	25.943333	32.258008
2020-10-01 22:00:00	12.400000	10.463333	8.300833	159.644868	3.937483	71.724848	16.870520	387.443333	24.953333	30.020286
2020-10-01 23:00:00	12.754167	11.373333	8.321667	145.619503	3.764506	64.882374	21.199508	385.912500	24.382500	28.798577
2020-10-02 00:00:00	12.794167	9.380000	8.284167	128.511252	4.445806	71.555137	20.153053	384.059167	24.708333	31.503328
2020-10-02 01:00:00	12.800000	9.380000	8.280000	168.404321	2.814321	26.744286	27.944556	384.230000	24.760000	38.210078

Overview

Variables

Interactions

Correlations

Missing values

Sample